Discover Awesome MCP Servers

Tribunal TRF3: Processo

Read-only MCP server providing official TRF3 court process consultation via a single pay-per-use tool.

Local Workspace MCP Manager

Enables ChatGPT Web Developer Mode to securely read, search, list, and edit files inside user-approved local folders, and optionally run approved developer commands on the user's Windows machine.

email-mcp

MCP server for reading, searching, sending, and managing emails via IMAP/SMTP, with tools like list_emails, read_email, search_emails, send_email, get_attachment, get_account_info, and mark_email_read.

MCP Server Generator

Generates production-ready MCP servers with dual-mode (MCP + CLI) architecture, tests, and documentation. Includes progressive disclosure tools for AI agents and best practices guidance.

@storybloq/lenses

Enables multi-lens code review by running 8 specialized reviewers in parallel, deduplicating findings, and producing a single verdict.

Code Reference Optimizer MCP Server

Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.

Open Targets Platform MCP

Enables AI assistants to interact with the Open Targets Platform API to search and retrieve comprehensive data about target-disease associations, drugs, genes, and drug discovery information through GraphQL queries.

UnrealUGC

Official MCP server for creating and managing AI UGC video ads. Browse assets, estimate credit costs, generate videos, and retrieve completed outputs through eleven typed tools.

valet-parking-directory

Public read-only MCP server backed by GetValetParking.com directory of 789 US valet parking operators across 31,186 cities. Discover valet operators by coordinates or city slug, filter by 9 service types, and fetch full operator profiles. No auth required.

nds-mcp

Offline SQLite-backed nuclear physics data server for AI agents, providing atomic masses, nuclear properties, charge radii, energy levels, and more from multiple evaluated databases.

LightBill MCP Server

MCP server for LightBill ISP billing and client management platform, providing 134 tools for customer, router, OLT, billing, payment, and network management via AI agents.

Gemini Design MCP Server

Generates frontend UI code from text descriptions, screenshots, or iterative refinement using Gemini 2.5 Flash.

MCP Google Server

A Model Context Protocol server providing web search capabilities using Google Custom Search API and webpage content extraction functionality.

Pixara

An MCP server that gives LLMs direct access to OpenRouter's Image API to generate images, edit/transform existing ones, and browse the model catalog.

Tickerr — Live AI Tool Status & API Pricing

Real-time status monitoring, uptime tracking, incident history, and API pricing for 42+ AI tools including ChatGPT, Claude, Gemini, Cursor, GitHub Copilot, Perplexity, DeepSeek, and Groq. No API key required. Data updated every 5 minutes from independent monitoring infrastructure.

Telnyx MCP Server

Enables interaction with Telnyx's telephony, messaging, and AI assistant APIs to manage phone numbers, send messages, make calls, and create AI assistants. Includes webhook support for real-time event handling and comprehensive tools for voice, SMS, cloud storage, and embeddings.

MCP Server Gemini

A Model Context Protocol server that enables Claude Desktop and other MCP-compatible clients to leverage Google's Gemini AI models with features like thinking models, Google Search grounding, JSON mode, and vision support.

Magestack

Local MCP server that ingests MageOS, Hyvä, and Satoshi documentation, indexes it in SQLite/FTS5, and exposes 60 specialized tools for Claude Desktop, VS Code, and other MCP-aware hosts.

DSR MCP Server

Provides AI assistants with tools to query, manipulate, and analyze Deep State Representation (DSR) graphs for robot perception and scene understanding.

ondc-mcp

Enables ONDC compliance automation by providing tools for managing sessions, flows, records, and forms. Supports stateless, horizontally scalable MCP over stdio and Streamable HTTP.

QualityPilot

Enables querying quality procedures in natural language, retrieving relevant passages via RAG, and calculating supplier KPIs such as PPM and non-conformity rates through MCP-exposed tools.

desktop-control-mcp

MCP server for Windows desktop automation. It provides mouse, keyboard, screen capture, and AI-driven UI element detection via OmniParser.

LIMU Portal MCP

MCP server for LIMU Portal that provides read-only and controlled write access to operational and finance data, including clients, cargo, shipments, budgets, requisitions, payment vouchers, and reports.

MCP Server for FTP Access

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Odoo MCP Server

Enables interaction with Odoo ERP systems, providing tools and resources to access models, records, and methods via stdio or HTTP streamable transport.

hr-assist

Enables HR teams to automate employee onboarding workflows through an Agentic AI system integrated with Claude Desktop.

af-jupyterlab-mcp

Enables users to create, inspect, list, and delete per-user JupyterLab servers on the UChicago ATLAS Analysis Facility Kubernetes cluster, with GPU availability and supported image listing tools.

anndata-mcp-workshop

Enables interaction with AnnData objects via the Model Context Protocol, allowing querying and manipulation of annotated data matrices for single-cell genomics.

cafci-mcp

MCP server for querying and managing daily yield data of Argentine FCI funds (Fima and Pionero families) via CAFCI, with tools for backfilling, ranking, and series retrieval.